data/test.csv

row_id,series_id,timepoint_h,organism,strain_id,antibiotic_name,antibiotic_class,drug_conc_mg_L,cfu_log10,media,assay_method,source_type,shape_distortion_signal,earliest_distortion,notes
ABXPD005-TE-0001,S3,0,Pseudomonas aeruginosa,PA-CLIN073,ciprofloxacin,fluoroquinolone,1.5,7.30,CAMHB,time_kill,simulated,0,0,baseline
ABXPD005-TE-0002,S3,2,Pseudomonas aeruginosa,PA-CLIN073,ciprofloxacin,fluoroquinolone,1.5,6.10,CAMHB,time_kill,simulated,0,0,early kill
ABXPD005-TE-0003,S3,4,Pseudomonas aeruginosa,PA-CLIN073,ciprofloxacin,fluoroquinolone,1.5,6.40,CAMHB,time_kill,simulated,1,1,regrowth begins multiphasic
ABXPD005-TE-0004,S3,6,Pseudomonas aeruginosa,PA-CLIN073,ciprofloxacin,fluoroquinolone,1.5,5.90,CAMHB,time_kill,simulated,1,0,kill resumes
ABXPD005-TE-0005,S3,24,Pseudomonas aeruginosa,PA-CLIN073,ciprofloxacin,fluoroquinolone,1.5,5.85,CAMHB,time_kill,simulated,1,0,near plateau
ABXPD005-TE-0006,S4,0,Staphylococcus aureus,SA-CLIN311,vancomycin,glycopeptide,8.0,6.90,CAMHB,time_kill,simulated,0,0,baseline
ABXPD005-TE-0007,S4,2,Staphylococcus aureus,SA-CLIN311,vancomycin,glycopeptide,8.0,6.10,CAMHB,time_kill,simulated,0,0,kill
ABXPD005-TE-0008,S4,4,Staphylococcus aureus,SA-CLIN311,vancomycin,glycopeptide,8.0,5.30,CAMHB,time_kill,simulated,0,0,kill
ABXPD005-TE-0009,S4,6,Staphylococcus aureus,SA-CLIN311,vancomycin,glycopeptide,8.0,4.60,CAMHB,time_kill,simulated,0,0,kill
ABXPD005-TE-0010,S4,24,Staphylococcus aureus,SA-CLIN311,vancomycin,glycopeptide,2.0,4.90,CAMHB,time_kill,simulated,0,0,drug conc dropped drives failure not distortion